{"id":"W6986657572","doi":"","title":"Publics et pratiques culturelles Audiences and cultural practices","year":2013,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Field (mathematics); Ethnography; Identity (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.002875139,0.001117639,0.001077645,0.0003160526,0.001242306,0.007058311,0.001597563,0.0008321609,0.1370586],"category_scores_gemma":[0.003641973,0.0009037266,0.0001539769,0.0005377178,0.001828902,0.03719587,0.0008995515,0.0008452488,0.012727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077925,"about_ca_system_score_gemma":0.0005104152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184283,"about_ca_topic_score_gemma":0.005947396,"domain_scores_codex":[0.9921743,0.002083592,0.001237483,0.001967798,0.001472137,0.001064734],"domain_scores_gemma":[0.9931095,0.0007380928,0.003915805,0.0008280856,0.0008364309,0.0005720842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005863774,0.0003837979,0.0004043906,0.0008653332,0.00008927764,0.00004838118,0.001672953,0.0003576488,0.03806185,0.7921014,0.1641609,0.001795461],"study_design_scores_gemma":[0.0006883372,0.0005285307,0.01163994,0.001372374,0.0001712379,0.0002861862,0.00145927,0.001476034,0.005294613,0.002026966,0.9734655,0.001591028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03842052,0.003751422,0.002391087,0.1691634,0.0136538,0.00366473,0.001036773,0.0007300757,0.7671882],"genre_scores_gemma":[0.03933899,0.008856413,0.08507987,0.04155022,0.004832721,0.001726661,0.002341979,0.0004099645,0.8158632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8093046,"threshold_uncertainty_score":0.9993413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216640805596599,"score_gpt":0.3070815994142604,"score_spread":0.2849151913582944,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}